{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,3]],"date-time":"2026-09-03T03:42:28Z","timestamp":1788406948033,"version":"build-2803163510"},"reference-count":41,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Affective Disorders"],"published-print":{"date-parts":[[2024,4]]},"DOI":"10.1016\/j.jad.2024.01.133","type":"journal-article","created":{"date-parts":[[2024,1,24]],"date-time":"2024-01-24T19:12:54Z","timestamp":1706123574000},"page":"1007-1015","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":11,"special_numbering":"C","title":["Lifetime history of major depressive disorder is associated with decreased reward learning: Evidence from a novel online version of the probabilistic reward task"],"prefix":"10.1016","volume":"350","author":[{"given":"Shiba M.","family":"Esfand","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kaylee E.","family":"Null","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jessica M.","family":"Duda","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Josh","family":"de Leeuw","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Diego A.","family":"Pizzagalli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"4","key":"10.1016\/j.jad.2024.01.133_bb0005","first-page":"823","article-title":"MTurk research: review and recommendations","volume":"47","author":"Aguinis","year":"2021","journal-title":"J. Manag."},{"issue":"9","key":"10.1016\/j.jad.2024.01.133_bb0010","doi-asserted-by":"crossref","first-page":"689","DOI":"10.1016\/j.biopsych.2014.04.018","article-title":"Reward and affective regulation in depression-prone smokers","volume":"76","author":"Audrain-McGovern","year":"2014","journal-title":"Biol. Psychiatry"},{"key":"10.1016\/j.jad.2024.01.133_bb0015","series-title":"Anhedonia: Preclinical, Translational, and Clinical Integration","first-page":"443","article-title":"Anhedonia and suicide","author":"Auerbach","year":"2022"},{"key":"10.1016\/j.jad.2024.01.133_bb0020","series-title":"Measuring Sex, Gender Identity, and Sexual Orientation","year":"2022"},{"key":"10.1016\/j.jad.2024.01.133_bb0025","series-title":"Manual for the Beck Depression Inventory-II","author":"Beck","year":"1996"},{"issue":"9","key":"10.1016\/j.jad.2024.01.133_bb2005","doi-asserted-by":"crossref","first-page":"2332","DOI":"10.1016\/j.mayocp.2021.06.022","article-title":"Increased utilization of virtual visits and electronic approaches in clinical research during the COVID-19 pandemic and thereafter","volume":"96","author":"Bharucha","year":"2021","journal-title":"Mayo Clin. Proc."},{"issue":"10","key":"10.1016\/j.jad.2024.01.133_bb0030","doi-asserted-by":"crossref","first-page":"1147","DOI":"10.1016\/j.biopsych.2006.03.037","article-title":"Acute stress reduces reward responsiveness: implications for depression","volume":"60","author":"Bogdan","year":"2006","journal-title":"Biol. Psychiatry"},{"key":"10.1016\/j.jad.2024.01.133_bb0035","doi-asserted-by":"crossref","DOI":"10.1016\/j.neubiorev.2023.105307","article-title":"Stress to inflammation and anhedonia: mechanistic insights from preclinical and clinical models","volume":"152","author":"Boyle","year":"2023","journal-title":"Neurosci. Biobehav. Rev."},{"issue":"9\u201310","key":"10.1016\/j.jad.2024.01.133_bb0040","doi-asserted-by":"crossref","first-page":"934","DOI":"10.1080\/13674676.2018.1486394","article-title":"Who is Mturk? Personal characteristics and sample consistency of these online workers","volume":"21","author":"Burnham","year":"2018","journal-title":"Ment. Health Relig. Cult."},{"key":"10.1016\/j.jad.2024.01.133_bb0045","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jad.2021.05.126","article-title":"Cortisol reactivity to stress predicts behavioral responsivity to reward moderation by sex, depression, and anhedonia","volume":"293","author":"Cunningham","year":"2021","journal-title":"J. Affect. Disord."},{"issue":"85","key":"10.1016\/j.jad.2024.01.133_bb0050","doi-asserted-by":"crossref","first-page":"5351","DOI":"10.21105\/joss.05351","article-title":"jsPsych: enabling an open-source collaborative ecosystem of behavioral experiments","volume":"8","author":"de Leeuw","year":"2023","journal-title":"J. Open Source Softw."},{"issue":"1","key":"10.1016\/j.jad.2024.01.133_bb0055","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1186\/s12868-021-00618-3","article-title":"Sex differences in neural responses to reward and the influences of individual reward and punishment sensitivity","volume":"22","author":"Dhingra","year":"2021","journal-title":"BMC Neurosci."},{"issue":"3","key":"10.1016\/j.jad.2024.01.133_bb0060","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0279720","article-title":"Data quality in online human-subjects research: comparisons between MTurk, Prolific, CloudResearch, Qualtrics, and SONA","volume":"18","author":"Douglas","year":"2023","journal-title":"PLoS ONE"},{"issue":"1\u20133","key":"10.1016\/j.jad.2024.01.133_bb2010","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1016\/j.jad.2006.08.020","article-title":"The assessment of anhedonia in clinical and non-clinical populations: further validation of the Snaith\u2013Hamilton Pleasure Scale (SHAPS)","volume":"99","author":"Franken","year":"2007","journal-title":"J. Affect. Disord."},{"issue":"4","key":"10.1016\/j.jad.2024.01.133_bb0065","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1097\/00004850-200107000-00004","article-title":"A model for handling missing items on two depression rating scales","volume":"16","author":"Gale","year":"2001","journal-title":"Int. Clin. Psychopharmacol."},{"issue":"12","key":"10.1016\/j.jad.2024.01.133_bb0070","doi-asserted-by":"crossref","first-page":"1286","DOI":"10.1001\/jamapsychiatry.2020.2139","article-title":"Reward-processing behavior in depressed participants relative to healthy volunteers: a systematic review and meta-analysis","volume":"77","author":"Halahakoon","year":"2020","journal-title":"JAMA Psychiatry"},{"issue":"2","key":"10.1016\/j.jad.2024.01.133_bb0075","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1016\/j.jbi.2008.08.010","article-title":"Research electronic data capture (REDCap)\u2014a metadata-driven methodology and workflow process for providing translational research informatics support","volume":"42","author":"Harris","year":"2009","journal-title":"J. Biomed. Inform."},{"key":"10.1016\/j.jad.2024.01.133_bb0080","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbi.2019.103208","article-title":"The REDCap consortium: building an international community of software platform partners","volume":"95","author":"Harris","year":"2019","journal-title":"J. Biomed. Inform."},{"issue":"1","key":"10.1016\/j.jad.2024.01.133_bb0090","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1097\/HRP.0000000000000230","article-title":"Gender differences in depression: biological, affective, cognitive, and sociocultural factors","volume":"28","author":"Hyde","year":"2020","journal-title":"Harv. Rev. Psychiatry"},{"key":"10.1016\/j.jad.2024.01.133_bb0095","series-title":"IBM SPSS Statistics for Windows (Version 27.0) [Computer Software]","author":"IBM Corp","year":"2020"},{"issue":"1","key":"10.1016\/j.jad.2024.01.133_bb0100","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1038\/s41398-020-00969-1","article-title":"Empirical validation of a touchscreen probabilistic reward task in rats","volume":"10","author":"Kangas","year":"2020","journal-title":"Transl. Psychiatry"},{"issue":"5","key":"10.1016\/j.jad.2024.01.133_bb0105","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.1177\/1073191119869836","article-title":"The positive valence systems scale: development and validation","volume":"27","author":"Khazanov","year":"2020","journal-title":"Assessment"},{"key":"10.1016\/j.jad.2024.01.133_bb0110","series-title":"Anhedonia: Preclinical, Translational, and Clinical Integration","first-page":"467","article-title":"Pharmacological treatments for anhedonia","author":"Klein","year":"2022"},{"issue":"2","key":"10.1016\/j.jad.2024.01.133_bb0115","doi-asserted-by":"crossref","first-page":"433","DOI":"10.3758\/s13428-016-0727-z","article-title":"TurkPrime.com: a versatile crowdsourcing data acquisition platform for the behavioral sciences","volume":"49","author":"Litman","year":"2017","journal-title":"Behav. Res. Methods"},{"issue":"4","key":"10.1016\/j.jad.2024.01.133_bb0120","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.1016\/j.pnpbp.2011.02.018","article-title":"Deficits in sustaining reward responses in subsyndromal and syndromal major depression","volume":"35","author":"Liu","year":"2011","journal-title":"Prog. Neuro-Psychopharmacol. Biol. Psychiatry"},{"key":"10.1016\/j.jad.2024.01.133_bb0135","doi-asserted-by":"crossref","DOI":"10.1016\/j.drugalcdep.2020.107951","article-title":"Caudate reactivity to smoking cues is associated with increased responding to monetary reward in nicotine-dependent individuals","volume":"209","author":"Molokotos","year":"2020","journal-title":"Drug Alcohol Depend."},{"issue":"5","key":"10.1016\/j.jad.2024.01.133_bb0140","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1002\/da.22358","article-title":"Reward learning in pediatric depression and anxiety: preliminary findings in a high-risk sample","volume":"32","author":"Morris","year":"2015","journal-title":"Depress. Anxiety"},{"issue":"12","key":"10.1016\/j.jad.2024.01.133_bb0145","doi-asserted-by":"crossref","first-page":"1864","DOI":"10.1016\/j.jpsychires.2013.08.011","article-title":"Blunted reward responsiveness in remitted depression","volume":"47","author":"Pechtel","year":"2013","journal-title":"J. Psychiatr. Res."},{"issue":"2","key":"10.1016\/j.jad.2024.01.133_bb0150","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1007\/s43441-022-00464-3","article-title":"Considerations for embedding inclusive research principles in the design and execution of clinical trials","volume":"57","author":"Peters","year":"2023","journal-title":"Ther. Innov. Regul. Sci."},{"issue":"1","key":"10.1016\/j.jad.2024.01.133_bb0155","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1146\/annurev-clinpsy-050212-185606","article-title":"Depression, stress, and anhedonia: toward a synthesis and integrated model","volume":"10","author":"Pizzagalli","year":"2014","journal-title":"Annu. Rev. Clin. Psychol."},{"issue":"4","key":"10.1016\/j.jad.2024.01.133_bb0160","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1016\/j.biopsych.2004.11.026","article-title":"Toward an objective characterization of an anhedonic phenotype: a signal-detection approach","volume":"57","author":"Pizzagalli","year":"2005","journal-title":"Biol. Psychiatry"},{"issue":"2","key":"10.1016\/j.jad.2024.01.133_bb0165","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1016\/j.biopsych.2007.12.001","article-title":"Euthymic patients with bipolar disorder show decreased reward learning in a Probabilistic Reward Task","volume":"64","author":"Pizzagalli","year":"2008","journal-title":"Biol. Psychiatry"},{"issue":"1","key":"10.1016\/j.jad.2024.01.133_bb0170","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1016\/j.jpsychires.2008.03.001","article-title":"Reduced hedonic capacity in major depressive disorder: evidence from a probabilistic reward task","volume":"43","author":"Pizzagalli","year":"2008","journal-title":"J. Psychiatr. Res."},{"key":"10.1016\/j.jad.2024.01.133_bb0180","series-title":"Anhedonia: Preclinical, Translational, and Clinical Integration","first-page":"491","article-title":"Psychological treatments for anhedonia","author":"Sandman","year":"2022"},{"issue":"1","key":"10.1016\/j.jad.2024.01.133_bb0185","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1192\/bjp.167.1.99","article-title":"A scale for the assessment of hedonic tone the Snaith\u2013Hamilton Pleasure Scale","volume":"167","author":"Snaith","year":"1995","journal-title":"Br. J. Psychiatry"},{"issue":"1","key":"10.1016\/j.jad.2024.01.133_bb0190","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/j.tins.2018.09.008","article-title":"From stress to anhedonia: molecular processes through functional circuits","volume":"42","author":"Stanton","year":"2019","journal-title":"Trends Neurosci."},{"issue":"7","key":"10.1016\/j.jad.2024.01.133_bb0205","doi-asserted-by":"crossref","first-page":"639","DOI":"10.1016\/j.biopsych.2012.10.014","article-title":"Reduced reward learning predicts outcome in major depressive disorder","volume":"73","author":"Vrieze","year":"2013","journal-title":"Biol. Psychiatry"},{"issue":"7","key":"10.1016\/j.jad.2024.01.133_bb0210","doi-asserted-by":"crossref","first-page":"789","DOI":"10.1093\/scan\/nsaa104","article-title":"Sex differences in the human reward system: convergent behavioral, autonomic and neural evidence","volume":"15","author":"Warthen","year":"2020","journal-title":"Soc. Cogn. Affect. Neurosci."},{"issue":"1","key":"10.1016\/j.jad.2024.01.133_bb0085","doi-asserted-by":"crossref","first-page":"46","DOI":"10.3758\/BF03203619","article-title":"Corrections for extreme proportions and their biasing effects on estimated values of d\u2032","volume":"27","author":"Hautus","year":"1995","journal-title":"Behav. Res. Methods Instrum. Comput."},{"issue":"3","key":"10.1016\/j.jad.2024.01.133_bb0130","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1901\/jeab.1979.32-373","article-title":"Signal probability, reinforcement and signal detection","volume":"32","author":"McCarthy","year":"1979","journal-title":"J. Exp. Anal. Behav."},{"issue":"3","key":"10.1016\/j.jad.2024.01.133_bb0200","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1207\/S15374424jccp280309","article-title":"Sensitivity to reward frequency in boys with attention deficit hyperactivity disorder","volume":"28","author":"Tripp","year":"1999","journal-title":"J. Clin. Child Psychol."}],"container-title":["Journal of Affective Disorders"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0165032724001496?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0165032724001496?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T15:41:51Z","timestamp":1762789311000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0165032724001496"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4]]},"references-count":41,"alternative-id":["S0165032724001496"],"URL":"https:\/\/doi.org\/10.1016\/j.jad.2024.01.133","relation":{},"ISSN":["0165-0327"],"issn-type":[{"value":"0165-0327","type":"print"}],"subject":[],"published":{"date-parts":[[2024,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Lifetime history of major depressive disorder is associated with decreased reward learning: Evidence from a novel online version of the probabilistic reward task","name":"articletitle","label":"Article Title"},{"value":"Journal of Affective Disorders","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jad.2024.01.133","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}]}}